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Viewing Publication 1 - 100 from 482

2025

Aggregated center-based clustering algorithm based on principal component radiusMingchang Cheng, Liu Liu, Tiefeng Ma, Lin Ma, Qijing Yan. ijon, 624:129469, 2025. [doi]

A lightweight real-time object detection method for complex scenes based on YOLOv4Peng Ding, Tong Li, Huaming Qian, Lin Ma, Zhongfei Chen. jrtip, 22(2):68, April 2025. [doi]

Separable integral neural networksJinhua Lin, Xin Li, Lin Ma, Bowen Ren, Xiangdong Hao. NN, 182:106838, 2025. [doi]

A human-centric order release method based on workload control in high-variety make-to-order shops towards Industry 5.0Lin Ma, Ray Y. Zhong, Mingze Yuan, Kai Ding, Matthias Thürer, Yanghua Pan, Ting Qu, George Q. Huang. rcim, 94:102946, 2025. [doi]

Deep-to-broad technique to accelerate deep neural networksHongjia Zhu, Cong Xu, Lin Ma, Haifeng Li 0001. eswa, 274:126529, 2025. [doi]

2024

A Pipeline-Based ODE Solving FrameworkRuixia Cao, Shangjun Hou, Lin Ma. access, 12:37995-38004, 2024. [doi]

Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMsNaihao Deng, Zhenjie Sun, Ruiqi He, Aman Sikka, Yulong Chen 0001, Lin Ma, Yue Zhang 0004, Rada Mihalcea. acl 2014: 407-426 [doi]

fNIRS emotion recognition method based on multi-scale fusion featuresShihang Ding, Kaixuan Wang, Wenhao Jiang, Cong Xu, Hongjian Bo, Lin Ma, Haifeng Li. bibm 2024: 5202-5209 [doi]

Coin3D: Controllable and Interactive 3D Assets Generation with Proxy-Guided ConditioningWenqi Dong, Bangbang Yang, Lin Ma, Xiao Liu, Liyuan Cui, Hujun Bao, Yuewen Ma, Zhaopeng Cui. siggraph 2024: 12 [doi]

Track Defect Detection Based on Improved RtmdetRong Fan, Qi Sun, Qi He, Zhi Qiao, Hongzhu Chen, Wenqiang Zhao, Lin Ma, Yue Ning 0006, Pengfei Shi. cacml 2024: 372-375 [doi]

Disassembly sequence planning of equipment decommissioning for industry 5.0: Prospects and RetrospectsLonglong He, Jiani Gao, Jiewu Leng, Yue Wu, Kai Ding 0004, Lin Ma, Jie Liu, Duc Truong Pham. aei, 62:102939, 2024. [doi]

A method to assist designers in optimizing the exterior styling of vehicles based on key featuresXinggang Hou, Bingchen Gou, Dengkai Chen, Jianjie Chu, Ning Ding, Lin Ma. eswa, 254:124485, 2024. [doi]

Multimodal Brain Signal Analysis with State-Space Modeling: A Study on Working MemoryWenhao Jiang, Qinglong Liu, Kaixuan Wang, Shihang Ding, Hongjian Bo, Cong Xu, Lin Ma, Haifeng Li. bibm 2024: 3351-3356 [doi]

A Multimodal In-Context Tuning Approach for E-Commerce Product Description GenerationYunxin Li, Baotian Hu, Wenhan Luo, Lin Ma, Yuxin Ding, Min Zhang. COLING 2024: 850-861 [doi]

Object Detection and Information Perception by Fusing YOLO-SCG and Point Cloud ClusteringChunyang Liu, Zhixin Zhao, Yifei Zhou, Lin Ma, Xin Sui, Yan Huang, Xiaokang Yang, Xiqiang Ma. sensors, 24(16):5357, August 2024. [doi]

MCAHNN: Multi-Channel EEG Emotion Recognition Using Attention Mechanism Based on Householder ReflectionQinglong Liu, Wenhao Jiang, Shihang Ding, Kaixuan Wang, Hongjian Bo, Cong Xu, Lin Ma, Haifeng Li. ecai 2024: 2894-2901 [doi]

PaVa: A novel path-based valley-seeking clustering algorithmLin Ma, Conan Liu, Tiefeng Ma, Shuangzhe Liu. isci, 665:120380, 2024. [doi]

WEB Content Recommendation Algorithms in Distance EducationLin Ma, Lulu Ma, Yonglan Wu, Feng Luo, Xingtian Cao. iotml 2024: 235-241 [doi]

The effect of fixed physical usage patterns on the engagement of physical activity apps: a real-world data analysisLin Ma, Xi Zhao 0001, Zhili Zhou. behaviourIT, 43(2):246-259, January 2024. [doi]

A Worker-Centric Order Release Method Based on Workload Control: An Assessment by SimulationLin Ma, Mingze Yuan, Ting Qu, Lei Liu, Kai Zhang, CongDong Li, Matthias Thürer. ifip5-7 2024: 381-393 [doi]

On the Impact of Spatial Mode Dispersion for Mode-dependent Loss Estimation and Mitigation in Coupled-core MCF LinksMeng Mao, Bin Chen, Rendong Xu, Lin Sun, Junjie Xiong, Lin Ma, Gangxiang Shen, Gordon Ning Liu. ofc 2024: 1-3 [doi]

Dynamic human error risk assessment of group decision-making in extreme cooperative scenarioYidan Qiao, Xinwei Gao, Lin Ma, Dengkai Chen. ress, 249:110194, 2024. [doi]

Human risk recognition and prediction in manned submersible diving tasks driven by deep learning modelsYidan Qiao, Haotian Li, Dengkai Chen, Hang Zhao, Lin Ma, Yao Wang. aei, 62:102893, 2024. [doi]

Improvement by Monte Carlo for Trajectory Similarity-Based RUL PredictionDiwang Ruan, Lin Ma, Yiying Yang, Jianping Yan, Clemens Gühmann. tim, 73:1-11, 2024. [doi]

Splatter a Video: Video Gaussian Representation for Versatile ProcessingYang-Tian Sun, Yihua Huang 0002, Lin Ma, Xiaoyang Lyu, Yan-Pei Cao, Xiaojuan Qi 0001. nips 2024: [doi]

Deployment Optimization for Integrated Search and Tracking Tasks in Netted Radar System Based on Pareto TheoryJunkun Yan, Tong Zhang, Lin Ma, Wenqiang Pu, Hongwei Liu 0001. taes, 60(3):3664-3672, June 2024. [doi]

DreamSpace: Dreaming Your Room Space with Text-Driven Panoramic Texture PropagationBangbang Yang, Wenqi Dong, Lin Ma, Wenbo Hu 0002, Xiao Liu, Zhaopeng Cui, Yuewen Ma. vr 2024: 650-660 [doi]

Integrated Silicon Photonics Transmitter and Receiver Array Modules Enabling 1 Tb/s Interboard Optical Interconnect over 8-channel Polymer Optical WaveguideChao Yang, Chao Li, Daigao Chen, Ming Luo 0008, Ying Zhu, Zhixue He, Xu Liu, Lin Ma, Xi Xiao. ofc 2024: 1-3 [doi]

Corrected Aggregate Workload approach on order release by considering job's routing position induced variable indirect loadMingze Yuan, Lin Ma, Ting Qu, Matthias Thürer, George Q. Huang. imds, 124(11):2992-3011, 2024. [doi]

Intelligent Wearable Photonic Sensing System for Remote Healthcare Monitoring Using Stretchable Elastomer Optical FiberBingjie Zha, Zhuo Wang, Lin Ma, Jun Chen, Heng Wang, Xiaoli Li 0002, Santosh Kumar 0005, Rui Min. iotj, 11(10):17317-17329, May 2024. [doi]

Marine radar monitoring IoT system and case study of target detection based on PPI imagesQiming Zhang, Yang Li, Chenguang Guo, Shibo Yin, Lin Ma, Yunrong Zhu. es, 41(7), July 2024. [doi]

Dynamic Multi-objective Opti-State Decision-Making Method for Intermittent Synchronized Production Operation SystemKai Zhang, Honglin Yi, Ting Qu, Meihua Zeng, Lin Ma, CongDong Li, George Q. Huang. ifip5-7 2024: 460-473 [doi]

A novel capsule network based on Multi-Order Descartes Extension TransformationHongjia Zhu, Cong Xu, Lin Ma, Haifeng Li. ijon, 610:128526, 2024. [doi]

2023

An IPDA based target existence assisted Bayesian detector for target tracking in clutterPeng Zhang 0003, Junkun Yan, Lin Ma, Yongsheng Guan, Hongwei Liu 0001. sigpro, 205:108895, 2023. [doi]

E2E-LOAD: End-to-End Long-form Online Action DetectionShuqiang Cao, Weixin Luo, Bairui Wang, Wei Zhang, Lin Ma. iccv 2023: 10388-10398 [doi]

Quantifying the Scale Effect of the Relationship between Land Surface Temperature and Landscape PatternJiazheng Chen, Li Wang, Lin Ma, Xinyan Fan. remotesensing, 15(8):2131, April 2023. [doi]

AeDet: Azimuth-Invariant Multi-View 3D Object DetectionChengjian Feng, Zequn Jie, Yujie Zhong, Xiangxiang Chu, Lin Ma. cvpr 2023: 21580-21588 [doi]

EKGNet: A 10.96μW Fully Analog Neural Network for Intra-Patient Arrhythmia ClassificationBenyamin Allahgholizadeh Haghi, Lin Ma, Sahin Lale, Anima Anandkumar, Azita Emami. biocas 2023: 1-5 [doi]

Tri-MipRF: Tri-Mip Representation for Efficient Anti-Aliasing Neural Radiance FieldsWenbo Hu, Yuling Wang, Lin Ma, Bangbang Yang, Lin Gao 0004, Xiao Liu, Yuewen Ma. iccv 2023: 19717-19726 [doi]

AirJSCC: Reconfigurable Intelligent Surfaces Based Over-the-Air Joint Source-Channel CodingYingzhe Hui, Shuyi Chen, Weixiao Meng 0001, Hsiao-Hwa Chen, Wen-Bin Sun, Lin Ma. globecom 2023: 4092-4097 [doi]

Curriculum Multi-Negative Augmentation for Debiased Video GroundingXiaohan Lan, Yitian Yuan, Hong Chen, Xin Wang 0019, Zequn Jie, Lin Ma, Zhi Wang, Wenwu Zhu 0001. AAAI 2023: 1213-1221 [doi]

A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual CluesYunxin Li, Baotian Hu, Xinyu Chen, Yuxin Ding, Lin Ma, Min Zhang. acl 2023: 10757-10770 [doi]

A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex TextYunxin Li, Baotian Hu, Yuxin Ding, Lin Ma, Min Zhang. acl 2023: 16464-16476 [doi]

Human behavior recognition algorithm based on improved ST-GCNXiao Lin, Lin Ma, Shijie Chen, Zhanpeng Liang. cecct 2023: 16-21 [doi]

A new knowledge-guided multi-objective optimisation for the multi-AGV dispatching problem in dynamic production environmentsLei Liu, Ting Qu, Matthias Thürer, Lin Ma, Zhongfei Zhang, Mingze Yuan. ijpr, 61(17):6030-6051, September 2023. [doi]

Research on Physical Fitness Test and Examination System of Sports Athletes Based on Computer Imaging TechnologyLin Ma. iciscae 2023: 411-416 [doi]

Study of Computer Scanning Electron Microscopy Technique in Sports Injury Recovery SystemLin Ma. iciscae 2023: 417-421 [doi]

Designing Effective Instructional Feedback Using a Diagnostic and Visualization System: Evidence from a High School Biology ClassLin Ma, Xuedi Zhang, Zhifeng Wang, Heng Luo 0001. systems, 11(7):364, July 2023. [doi]

Emotional Conveyance Analysis of Artificial Intelligence PaintingLin Ma, Dengkai Chen, Yuan Feng, Xinggang Hou, Jing Chen. cchi 2023: 44-54 [doi]

An integrated spatial-temporal neural network for proactive throughput bottleneck prediction in high-variety shops with complex job routingsLin Ma, Ting Qu, Matthias Thürer, Zaoqi Wang, Mingze Yuan, Lei Liu. ijpr, 61(13):4437-4449, 2023. [doi]

When Top-down Meets Bottom-up: Detecting and Exploiting Use-After-Cleanup Bugs in Linux KernelLin Ma, Duoming Zhou, Hanjie Wu, Yajin Zhou, Rui Chang, Hao Xiong, Lei Wu 0012, Kui Ren 0001. sp 2023: 2138-2154 [doi]

Planning Assembly Sequence with Graph TransformerLin Ma, Jiangtao Gong, Hao Xu, Hao Chen, Hao Zhao, Wenbing Huang 0001, Guyue Zhou. icra 2023: 12395-12401 [doi]

A robust omnichannel pricing and ordering optimization approach with return policies based on data-driven support vector clusteringRuozhen Qiu, Lin Ma, Minghe Sun. eor, 305(3):1337-1354, 2023. [doi]

ASBL: low-cost, small-sized AUV remote guidance method and experimental verificationYang Shi, Xiao Han, Lin Ma, Lin Guo. ejasp, 2023(1):36, December 2023. [doi]

TriDet: Temporal Action Detection with Relative Boundary ModelingDingfeng Shi, Yujie Zhong, Qiong Cao, Lin Ma, Jia Lit, Dacheng Tao. cvpr 2023: 18857-18866 [doi]

Fault State Prediction Model of Repaired Equipment Considering Maintenance EffectJiahui Wang, Lin Ma, Ankang Chen, Qiannan Liu, Mingshun Ma. icphm 2023: 79-88 [doi]

Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text ModelsWenqiang Wang, Chongyang Du, Tao Wang, Kaihao Zhang, Wenhan Luo, Lin Ma, Wei Liu, Xiaochun Cao. nips 2023: [doi]

Improved whale optimization algorithm for 2D-Otsu image segmentation with application in steel plate surface defects segmentationQiyue Xie, Wenqian Zhou, Lin Ma, Zhisheng Chen, Wanneng Wu, Xiaoli Wang. sivp, 17(4):1653-1659, June 2023. [doi]

Reweighting Clicks with Dwell Time in RecommendationRuobing Xie, Lin Ma, Shaoliang Zhang, Feng Xia 0006, Leyu Lin. WWW 2023: 341-345 [doi]

Joint Processing of Pilot and Data in UAV-aided Maritime CommunicationsYuanxue Xin, Wenqiang Zhao, Lin Ma, Yue Ning 0006, Pengfei Shi, Ting Liu. iccchina 2023: 1-6 [doi]

Maneuvering Resource Allocation for Coordinated Target Tracking in Airborne Radar NetworkJunkun Yan, Tao He, Lin Ma, Wenqiang Pu, Hongwei Liu 0001, Maria Sabrina Greco. tsp, 71:1563-1573, 2023. [doi]

Deep reinforcement learning in NOMA-assisted UAV networks for path selection and resource offloadingXincheng Yang, Danyang Qin, Jiping Liu, Yue Li, Yong Zhu, Lin Ma. adhoc, 151:103285, December 2023. [doi]

A Review on Software Defined Content Delivery Network: A Novel Combination of CDN and SDNHuixiang Yang, Hanlin Pan, Lin Ma. access, 11:43822-43843, 2023. [doi]

Research on the Cyberspace Map and Its Conceptual ModelLan Zhang, Guangxia Wang, Xiong You, Zhiyong Liu, Lin Ma, Jiangpeng Tian, Mingzhan Su. ijgi, 12(9):353, August 2023. [doi]

Adaptive Sparse Pairwise Loss for Object Re-IdentificationXiao Zhou, Yujie Zhong, Zhen Cheng, Fan Liang, Lin Ma. cvpr 2023: 19691-19701 [doi]

Multi View Action Recognition for Distracted Driver Behavior LocalizationWei Zhou, Yinlong Qian, Zequn Jie, Lin Ma. cvpr 2023: 5375-5380 [doi]

2022

Emotion Recognition Based on Representation Dissimilarity MatrixHongjian Bo, Cong Xu, Boying Wu, Lin Ma, Haifeng Li. icmcs 2022: 1-6 [doi]

Explore Inter-contrast between Videos via Composition for Weakly Supervised Temporal Sentence GroundingJiaming Chen, Weixin Luo, Wei Zhang, Lin Ma. AAAI 2022: 267-275 [doi]

Adaptive grid-based forest-like clustering algorithmMingchang Cheng, Tiefeng Ma, Lin Ma, Jian Yuan, Qijing Yan. ijon, 481:168-181, 2022. [doi]

Composed Resource Optimization for Multitarget Tracking in Active and Passive Radar NetworkJinhui Dai, Junkun Yan, Jindong Lv, Lin Ma, Wenqiang Pu, Hongwei Liu 0001, Maria S. Greco. tgrs, 60:1-15, 2022. [doi]

SoccerNet 2022 Challenges ResultsSilvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao 0002, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang 0006, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, RenGang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang 0006, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo 0003, Zhiheng Li. mm 2022: 75-86 [doi]

Acoustic Observation, Identification, and Scattering Intensity Measurement of Cold Seep Based on Bubble ResonanceLin Guo, Octavian Postolache, Lin Ma, Yang Shi. tim, 71:1-10, 2022. [doi]

Batch Auction Design for Cloud Container ServicesYu He, Lin Ma, Ruiting Zhou, Chuanhe Huang. monet, 27(1):222-235, 2022. [doi]

A Robust Optimization Approach for Trains Schedule Problem under Uncertain Maintenance PlansHangyu Ji, Jiateng Yin, Lin Ma. itsc 2022: 2246-2251 [doi]

Expansion and Shrinkage of Localization for Weakly-Supervised Semantic SegmentationJinlong Li, Zequn Jie, Xu Wang, Xiaolin Wei, Lin Ma. nips 2022: [doi]

A Novel RNN Model with Enhanced Behavior Semantic for Network User ProfileMing Li, Xingwang Han, Hua-Sheng, Lin Ma, Hanzhang Kong, Weite Liu, Bo Mao. cbd 2022: 190-193 [doi]

A spectrum-domain instance segmentation model for casting defectsJinhua Lin, Lin Ma, Yu Yao. icae, 29(1):63-82, 2022. [doi]

A condition-based maintenance model considering multiple maintenance effects on the dependent failure processesQiannan Liu, Lin Ma, Naichao Wang, Ankang Chen, Qihang Jiang. ress, 220:108267, 2022. [doi]

Low loss polymeric spot-size converter with two-step index transition cladding for fiber-to-chip connectionQiang Ma, Lin Ma, Yudi Zhuang, Heyuan Li, Zuyuan He. ps 2022: 1-3 [doi]

A new clustering algorithm based on a radar scanning strategy with applications to machine learning dataLin Ma, Yi Zhang 0067, Víctor Leiva, Shuangzhe Liu, Tiefeng Ma. eswa, 191:116143, 2022. [doi]

Strategy of Proactive Traffic Management for Multi-lanes Freeway with Ultra-wide Cross-sectionLin Ma, Weiwei Liu, Jianbei Liu, Yuanyuan Jin, Donghui Shan. iciscae 2022: 191-196 [doi]

Learning to generate emotional music correlated with music structure featuresLin Ma, Wei Zhong, Xin Ma, Long Ye, Qin Zhang 0009. ccs, 4(2):100-107, 2022. [doi]

Research on autonomous inspection technology of UAV in distribution network lineJiang Qian, Lin Ma, Weizhong Hu, Zheng Zhang. caibda 2022: 1-5 [doi]

High-Speed Performance of 140 cm-long Flexible Multimode Polymer Waveguides Link Supporting 1 mm-radius BendYing Shi, Lin Ma, Motoya Kaneta, Yudi Zhuang, Zuyuan He. ofc 2022: 1-3 [doi]

Emotional Quality Evaluation for Generated Music Based on Emotion Recognition ModelHongfei Wang, Wei Zhong, Lin Ma, Long Ye, Qin Zhang 0009. icmcs 2022: 1-6 [doi]

GAN-based anomaly detection: A reviewXuan Xia, Xizhou Pan, Nan Li 0027, Xing He, Lin Ma, Xiaoguang Zhang, Ning Ding. ijon, 493:497-535, 2022. [doi]

Low Loss All-Fiber Fan-in/Fan-out Device for Coupled-Core Four-Core FibersJunjie Xiong, Lin Ma, Zuyuan He. ps 2022: 1-3 [doi]

Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language ExplanationsQian Yang, Yunxin Li, Baotian Hu, Lin Ma, Yuxin Ding, Min Zhang. mm 2022: 3587-3597 [doi]

Tool Wear Monitoring Based on Transfer Learning and Improved Deep Residual NetworkNan Zhang, Jiawei Zhao, Lin Ma, Haoqiang Kong, Huaqiang Li. access, 10:119546-119557, 2022. [doi]

Multi-view Multi-label Learning with Incomplete Views and LabelsChangming Zhu, Lin Ma. sncs, 3(1):73, 2022. [doi]

2021

Condition-based inspection policies for boiler heat exchangersHuy Truong Ba, Michael E. Cholette, Pietro Borghesani, Lin Ma, Geoff Kent. eor, 291(1):232-243, 2021. [doi]

The aging effect in evolving scientific citation networksFeng Hu, Lin Ma, Xiu-Xiu Zhan, Yinzuo Zhou, Chuang Liu 0001, Haixing Zhao, Zi-Ke Zhang. scientometrics, 126(5):4297-4309, 2021. [doi]

Real-Time Eye Tracking for Bare and Sunglasses-Wearing Faces for Augmented Reality 3D Head-Up DisplaysDongwoo Kang, Lin Ma. access, 9:125508-125522, 2021. [doi]

Relation-aware Instance Refinement for Weakly Supervised Visual GroundingYongfei Liu, Bo Wan, Lin Ma, Xuming He 0001. cvpr 2021: 5612-5621 [doi]

A hybrid coverage control for enhancing UWSN localizability using IBSO-VFAChengming Luo, Biao Wang 0002, Yuxin Cao, Gaifang Xin, Cheng He, Lin Ma. adhoc, 123:102694, 2021. [doi]

An RBF-Based h-Adaptive Cartesian Grid Refinement Method for Arbitrary Single/Multi-Body Hull Modeling and ReconstructionLin Ma, Tingqiu Li. symmetry, 13(1):15, 2021. [doi]

Media scapes in China: The empire of figures transforms into connected media facadesThomas Schielke, Lin Ma. mab 2021: 221-226 [doi]

Workload Control order release in general and pure flow shops with limited buffer size induced blocking: an assessment by simulationMatthias Thürer, Lin Ma, Mark Stevenson. ijpr, 59(8):2558-2569, 2021. [doi]

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